Impulse Response Formula:
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The impulse response h(t) of a linear time-invariant (LTI) system characterizes the system's output when presented with a brief input signal (impulse). It completely describes the behavior of any LTI system.
The calculator uses the impulse response formula:
Where:
Explanation: For LTI systems, the ratio of output to input signals gives the impulse response, which can be used to predict system behavior for any input.
Details: The impulse response is fundamental in signal processing and control theory. It allows complete system characterization, convolution operations, and frequency response analysis through Fourier transformation.
Tips: Enter the measured output signal and known input signal values. Both values must be positive numbers. The calculator will compute their ratio to determine the impulse response.
Q1: What is an LTI system?
A: Linear Time-Invariant systems satisfy superposition principle (linearity) and have parameters that don't change with time (time-invariance).
Q2: Why is impulse response important?
A: It completely characterizes an LTI system - knowing h(t) allows prediction of system response to any arbitrary input through convolution.
Q3: What's the difference between impulse response and transfer function?
A: The transfer function is the Laplace transform of the impulse response. Both fully describe the system but in different domains.
Q4: Can this be used for discrete-time systems?
A: Yes, the discrete-time version uses the same principle with h[n] = y[n]/x[n] for LTI systems.
Q5: What if my system isn't LTI?
A: This simple ratio calculation only works for LTI systems. Nonlinear or time-varying systems require more complex analysis.